Pandas Profiling Report

Dataset statistics

Number of variables	33
Number of observations	2126
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	11
Duplicate rows (%)	0.5%
Total size in memory	548.2 KiB
Average record size in memory	264.1 B

Variable types

Numeric	21
Categorical	12

Warnings

Dataset has 11 (0.5%) duplicate rows	Duplicates
`Mode` is highly correlated with `Median`	High correlation
`Mean` is highly correlated with `Median`	High correlation
`Median` is highly correlated with `Mode` and 1 other fields	High correlation
`MSTV` has 47 (2.2%) zeros	Zeros
`ALTV` has 1240 (58.3%) zeros	Zeros
`MLTV` has 137 (6.4%) zeros	Zeros
`Min` has 77 (3.6%) zeros	Zeros
`Nmax` has 107 (5.0%) zeros	Zeros
`Nzeros` has 1624 (76.4%) zeros	Zeros
`Variance` has 187 (8.8%) zeros	Zeros
`nAC` has 891 (41.9%) zeros	Zeros
`nFM` has 1311 (61.7%) zeros	Zeros
`nUC` has 332 (15.6%) zeros	Zeros
`nDL` has 1231 (57.9%) zeros	Zeros
`nDS` has 2119 (99.7%) zeros	Zeros
`nDP` has 1948 (91.6%) zeros	Zeros

Reproduction

Analysis started	2022-02-19 05:04:57.946363
Analysis finished	2022-02-19 05:05:33.157776
Duration	35.21 seconds
Software version	pandas-profiling v2.10.0
Download configuration	config.yaml

LB
Real number (ℝ_≥0)

Distinct	57
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5056269818
Minimum	0
Maximum	1
Zeros	7
Zeros (%)	0.3%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2407407407
Q1	0.3703703704
median	0.5
Q3	0.6296296296
95-th percentile	0.7962962963
Maximum	1
Range	1
Interquartile range (IQR)	0.2592592593

Descriptive statistics

Standard deviation	0.1822378563
Coefficient of variation (CV)	0.3604195639
Kurtosis	-0.2929428996
Mean	0.5056269818
Median Absolute Deviation (MAD)	0.1296296296
Skewness	0.02031219158
Sum	1074.962963
Variance	0.03321063627
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	136	6.4%
0.2962962963	109	5.1%
0.5925925926	103	4.8%
0.4444444444	93	4.4%
0.2592592593	78	3.7%
0.7037037037	77	3.6%
0.6666666667	76	3.6%
0.4814814815	76	3.6%
0.4074074074	68	3.2%
0.5185185185	67	3.2%
Other values (47)	1243	58.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.3%
0.07407407407	21	1.0%
0.1111111111	16	0.8%
0.1481481481	11	0.5%
0.1666666667	28	1.3%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9814814815	12	0.6%
0.962962963	10	0.5%
0.9444444444	4	0.2%
0.9259259259	4	0.2%

ASTV
Real number (ℝ_≥0)

Distinct	92
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.466534964
Minimum	0
Maximum	1
Zeros	2
Zeros (%)	0.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	0.2666666667
median	0.4933333333
Q3	0.6533333333
95-th percentile	0.84
Maximum	1
Range	1
Interquartile range (IQR)	0.3866666667

Descriptive statistics

Standard deviation	0.2292375162
Coefficient of variation (CV)	0.4913619212
Kurtosis	-1.051029578
Mean	0.466534964
Median Absolute Deviation (MAD)	0.1866666667
Skewness	-0.01182857864
Sum	991.8533334
Variance	0.05254983885
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.64	62	2.9%
0.6133333333	59	2.8%
0.68	58	2.7%
0.6533333333	55	2.6%
0.52	54	2.5%
0.6933333333	50	2.4%
0.1333333333	48	2.3%
0.1733333333	46	2.2%
0.6666666667	45	2.1%
0.2933333333	43	2.0%
Other values (82)	1606	75.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.1%
0.01333333333	7	0.3%
0.02666666667	4	0.2%
0.04	4	0.2%
0.05333333333	12	0.6%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9866666667	4	0.2%
0.96	6	0.3%
0.9466667	1	< 0.1%
0.9466666667	3	0.1%

MSTV
Real number (ℝ_≥0)

ZEROS

Distinct	90
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1665859663
Minimum	0
Maximum	1
Zeros	47
Zeros (%)	2.2%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01470588235
Q1	0.07352941176
median	0.1470588235
Q3	0.2205882353
95-th percentile	0.4117647
Maximum	1
Range	1
Interquartile range (IQR)	0.1470588235

Descriptive statistics

Standard deviation	0.1298884314
Coefficient of variation (CV)	0.7797081249
Kurtosis	4.70075636
Mean	0.1665859663
Median Absolute Deviation (MAD)	0.07352941176
Skewness	1.657339207
Sum	354.1617644
Variance	0.01687100462
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08823529412	120	5.6%
0.04411764706	117	5.5%
0.1617647059	113	5.3%
0.02941176471	109	5.1%
0.1029411765	108	5.1%
0.05882352941	107	5.0%
0.07352941176	106	5.0%
0.1470588235	100	4.7%
0.1911764706	99	4.7%
0.1176470588	95	4.5%
Other values (80)	1052	49.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	47	2.2%
0.01470588	2	0.1%
0.01470588235	82	3.9%
0.02941176	11	0.5%
0.02941176471	109	5.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9852941176	1	< 0.1%
0.8970588235	2	0.1%
0.8529411765	1	< 0.1%
0.8382352941	1	< 0.1%

ALTV
Real number (ℝ_≥0)

ZEROS

Distinct	128
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1082050592
Minimum	0
Maximum	1
Zeros	1240
Zeros (%)	58.3%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1208791209
95-th percentile	0.6153846154
Maximum	1
Range	1
Interquartile range (IQR)	0.1208791209

Descriptive statistics

Standard deviation	0.2021635129
Coefficient of variation (CV)	1.868336973
Kurtosis	4.252997856
Mean	0.1082050592
Median Absolute Deviation (MAD)	0
Skewness	2.195075309
Sum	230.0439559
Variance	0.04087008593
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1240	58.3%
0.01098901099	50	2.4%
0.02197802198	45	2.1%
0.04395604396	39	1.8%
0.05494505495	38	1.8%
0.03296703297	36	1.7%
0.08791208791	32	1.5%
0.06593406593	28	1.3%
0.1318681319	27	1.3%
0.07692307692	23	1.1%
Other values (118)	568	26.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1240	58.3%
0.01098901	2	0.1%
0.01098901099	50	2.4%
0.02197802198	45	2.1%
0.03296703297	36	1.7%

Value	Count	Frequency (%)
1	4	0.2%
0.989010989	2	0.1%
0.967032967	1	< 0.1%
0.9450549451	1	< 0.1%
0.9340659341	1	< 0.1%

MLTV
Real number (ℝ_≥0)

ZEROS

Distinct	302
Distinct (%)	14.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1614917032
Minimum	0
Maximum	1
Zeros	137
Zeros (%)	6.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.09072978304
median	0.1459566075
Q3	0.2130177515
95-th percentile	0.3643984221
Maximum	1
Range	1
Interquartile range (IQR)	0.1222879684

Descriptive statistics

Standard deviation	0.1110107811
Coefficient of variation (CV)	0.6874085722
Kurtosis	4.131253849
Mean	0.1614917032
Median Absolute Deviation (MAD)	0.06114398422
Skewness	1.331997908
Sum	343.331361
Variance	0.01232339353
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137	6.4%
0.1400394477	27	1.3%
0.1321499014	27	1.3%
0.1025641026	24	1.1%
0.1282051282	24	1.1%
0.1873767258	24	1.1%
0.134122288	22	1.0%
0.1104536489	22	1.0%
0.16765286	22	1.0%
0.1597633136	21	1.0%
Other values (292)	1776	83.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	137	6.4%
0.001972386588	4	0.2%
0.003944773176	4	0.2%
0.005917159763	7	0.3%
0.00591716	2	0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.8244575937	1	< 0.1%
0.8047337278	1	< 0.1%
0.7278106509	1	< 0.1%
0.7041420118	1	< 0.1%

Width
Real number (ℝ_≥0)

Distinct	199
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3810503263
Minimum	0
Maximum	1
Zeros	2
Zeros (%)	0.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.07344632768
Q1	0.1920903955
median	0.3644067605
Q3	0.5480225989
95-th percentile	0.7627118644
Maximum	1
Range	1
Interquartile range (IQR)	0.3559322034

Descriptive statistics

Standard deviation	0.2200886606
Coefficient of variation (CV)	0.5775842335
Kurtosis	-0.9022867775
Mean	0.3810503263
Median Absolute Deviation (MAD)	0.1779661017
Skewness	0.3142347545
Sum	810.1129937
Variance	0.04843901854
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2033898305	42	2.0%
0.5593220339	35	1.6%
0.5367231638	28	1.3%
0.4519774011	27	1.3%
0.1355932203	26	1.2%
0.1073446328	25	1.2%
0.2768361582	25	1.2%
0.2203389831	24	1.1%
0.1920903955	23	1.1%
0.1751412429	23	1.1%
Other values (189)	1848	86.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.1%
0.01129943503	2	0.1%
0.01694915254	1	< 0.1%
0.02259887006	3	0.1%
0.02824858757	10	0.5%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9774011299	6	0.3%
0.9039548023	2	0.1%
0.8983050847	1	< 0.1%
0.8926553672	5	0.2%

Min
Real number (ℝ_≥0)

ZEROS

Distinct	142
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3998118534
Minimum	0
Maximum	1
Zeros	77
Zeros (%)	3.6%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.009174311927
Q1	0.1559633028
median	0.3944954128
Q3	0.6422018349
95-th percentile	0.8165137615
Maximum	1
Range	1
Interquartile range (IQR)	0.4862385321

Descriptive statistics

Standard deviation	0.2711946073
Coefficient of variation (CV)	0.6783055704
Kurtosis	-1.29042219
Mean	0.3998118534
Median Absolute Deviation (MAD)	0.2477063872
Skewness	0.1157840239
Sum	850.0000003
Variance	0.07354651501
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77	3.6%
0.01834862385	50	2.4%
0.1926605505	46	2.2%
0.09174311927	45	2.1%
0.1651376147	40	1.9%
0.6422018349	39	1.8%
0.1559633028	38	1.8%
0.4862385321	37	1.7%
0.009174311927	36	1.7%
0.1100917431	35	1.6%
Other values (132)	1683	79.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	77	3.6%
0.009174311927	36	1.7%
0.01834862385	50	2.4%
0.02752293578	32	1.5%
0.03669724771	27	1.3%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9908256881	1	< 0.1%
0.9724770642	1	< 0.1%
0.9633027523	2	0.1%
0.9541284404	3	0.1%

Max
Real number (ℝ_≥0)

Distinct	114
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3622879297
Minimum	0
Maximum	1
Zeros	2
Zeros (%)	0.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1379310345
Q1	0.2586206897
median	0.3448275862
Q3	0.4482758621
95-th percentile	0.6551724138
Maximum	1
Range	1
Interquartile range (IQR)	0.1896551724

Descriptive statistics

Standard deviation	0.1546912338
Coefficient of variation (CV)	0.4269842329
Kurtosis	0.6327695058
Mean	0.3622879297
Median Absolute Deviation (MAD)	0.09482758621
Skewness	0.577862453
Sum	770.2241385
Variance	0.0239293778
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3017241379	67	3.2%
0.4224137931	61	2.9%
0.2931034483	59	2.8%
0.3189655172	56	2.6%
0.4827586207	52	2.4%
0.275862069	51	2.4%
0.2586206897	50	2.4%
0.3103448276	50	2.4%
0.4310344828	48	2.3%
0.3706896552	48	2.3%
Other values (104)	1584	74.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.1%
0.008620689655	2	0.1%
0.02586206897	3	0.1%
0.03448275862	5	0.2%
0.04310344828	2	0.1%

Value	Count	Frequency (%)
1	6	0.3%
0.9310345	3	0.1%
0.9137931034	5	0.2%
0.7844827586	1	< 0.1%
0.7672413793	5	0.2%

Nmax
Real number (ℝ_≥0)

ZEROS

Distinct	27
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2260112886
Minimum	0
Maximum	1
Zeros	107
Zeros (%)	5.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01388888889
Q1	0.1111111111
median	0.1666667
Q3	0.3333333333
95-th percentile	0.5555555556
Maximum	1
Range	1
Interquartile range (IQR)	0.2222222222

Descriptive statistics

Standard deviation	0.1638547566
Coefficient of variation (CV)	0.7249848345
Kurtosis	0.5042105483
Mean	0.2260112886
Median Absolute Deviation (MAD)	0.1111111
Skewness	0.8928859202
Sum	480.4999995
Variance	0.02684838127
Monotocity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0.05555555556	333	15.7%
0.1111111111	307	14.4%
0.1666666667	261	12.3%
0.2222222222	243	11.4%
0.2777777778	193	9.1%
0.3333333333	142	6.7%
0.3888888889	138	6.5%
0	107	5.0%
0.4444444444	98	4.6%
0.5	67	3.2%
Other values (17)	237	11.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	107	5.0%
0.05555555556	333	15.7%
0.05555556	24	1.1%
0.1111111	24	1.1%
0.1111111111	307	14.4%

Value	Count	Frequency (%)
1	1	< 0.1%
0.8888888889	2	0.1%
0.8333333333	1	< 0.1%
0.7777777778	5	0.2%
0.7222222222	10	0.5%

Nzeros
Real number (ℝ_≥0)

ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03236124177
Minimum	0
Maximum	1
Zeros	1624
Zeros (%)	76.4%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07060593732
Coefficient of variation (CV)	2.181805563
Kurtosis	30.36508416
Mean	0.03236124177
Median Absolute Deviation (MAD)	0
Skewness	3.920287371
Sum	68.8
Variance	0.004985198384
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1624	76.4%
0.1	366	17.2%
0.2	108	5.1%
0.3	21	1.0%
0.4	2	0.1%
0.5	2	0.1%
1	1	< 0.1%
0.8	1	< 0.1%
0.7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1624	76.4%
0.1	366	17.2%
0.2	108	5.1%
0.3	21	1.0%
0.4	2	0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.8	1	< 0.1%
0.7	1	< 0.1%
0.5	2	0.1%
0.4	2	0.1%

Mode
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	120
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6098584453
Minimum	0
Maximum	1
Zeros	6
Zeros (%)	0.3%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4035433071
Q1	0.5433070866
median	0.6220472441
Q3	0.6929133858
95-th percentile	0.7874015748
Maximum	1
Range	1
Interquartile range (IQR)	0.1496062992

Descriptive statistics

Standard deviation	0.1289865295
Coefficient of variation (CV)	0.2115024077
Kurtosis	3.009530538
Mean	0.6098584453
Median Absolute Deviation (MAD)	0.07874015748
Skewness	-0.9951778417
Sum	1296.559055
Variance	0.0166375248
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5748031496	135	6.3%
0.7086614173	89	4.2%
0.6456692913	87	4.1%
0.6929133858	79	3.7%
0.6614173228	76	3.6%
0.5984251969	75	3.5%
0.6535433071	71	3.3%
0.5433070866	70	3.3%
0.5118110236	67	3.2%
0.6850393701	64	3.0%
Other values (110)	1313	61.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	0.3%
0.05511811024	5	0.2%
0.07086614	1	< 0.1%
0.08661417323	1	< 0.1%
0.1181102362	6	0.3%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9921259843	6	0.3%
0.9448818898	4	0.2%
0.937007874	1	< 0.1%
0.9133858268	6	0.3%

Mean
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	152
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5652342772
Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3211009174
Q1	0.4770642202
median	0.5779816514
Q3	0.6605504587
95-th percentile	0.7706422018
Maximum	1
Range	1
Interquartile range (IQR)	0.1834862385

Descriptive statistics

Standard deviation	0.1430605167
Coefficient of variation (CV)	0.2530995067
Kurtosis	0.9334275064
Mean	0.5652342772
Median Absolute Deviation (MAD)	0.09174311927
Skewness	-0.6510192396
Sum	1201.688073
Variance	0.02046631144
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6513761468	64	3.0%
0.6422018349	61	2.9%
0.623853211	60	2.8%
0.6605504587	57	2.7%
0.5688073394	57	2.7%
0.6788990826	56	2.6%
0.5412844037	56	2.6%
0.5504587156	56	2.6%
0.6146788991	56	2.6%
0.5596330275	53	2.5%
Other values (142)	1550	72.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01834862385	1	< 0.1%
0.02752293578	1	< 0.1%
0.04587155963	1	< 0.1%
0.05504587156	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9816513761	1	< 0.1%
0.9633027523	1	< 0.1%
0.9357798165	1	< 0.1%
0.9174311927	2	0.1%

Median
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	132
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5604615638
Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3302752294
Q1	0.4770642202
median	0.5688073394
Q3	0.6513761468
95-th percentile	0.752293578
Maximum	1
Range	1
Interquartile range (IQR)	0.1743119266

Descriptive statistics

Standard deviation	0.1327209985
Coefficient of variation (CV)	0.2368066021
Kurtosis	0.6672593307
Mean	0.5604615638
Median Absolute Deviation (MAD)	0.09174311927
Skewness	-0.4784141937
Sum	1191.541285
Variance	0.01761486344
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6330275229	68	3.2%
0.5963302752	68	3.2%
0.6422018349	65	3.1%
0.5504587156	61	2.9%
0.623853211	61	2.9%
0.6788990826	61	2.9%
0.6605504587	59	2.8%
0.5229357798	58	2.7%
0.5871559633	58	2.7%
0.6055045872	56	2.6%
Other values (122)	1511	71.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.009174311927	1	< 0.1%
0.01834862385	2	0.1%
0.04587155963	1	< 0.1%
0.08256880734	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9724770642	1	< 0.1%
0.9449541284	1	< 0.1%
0.9266055046	1	< 0.1%
0.9174311927	1	< 0.1%

Variance
Real number (ℝ_≥0)

ZEROS

Distinct	164
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.06991855135
Minimum	0
Maximum	1
Zeros	187
Zeros (%)	8.8%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.007434944238
median	0.02602230483
Q3	0.08921933086
95-th percentile	0.282527881
Maximum	1
Range	1
Interquartile range (IQR)	0.08178438662

Descriptive statistics

Standard deviation	0.1077235538
Coefficient of variation (CV)	1.540700598
Kurtosis	15.13158929
Mean	0.06991855135
Median Absolute Deviation (MAD)	0.02230483271
Skewness	3.219973836
Sum	148.6468402
Variance	0.01160436405
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.003717472119	219	10.3%
0	187	8.8%
0.007434944238	157	7.4%
0.01115241636	147	6.9%
0.01486988848	104	4.9%
0.01858736059	85	4.0%
0.02973977695	70	3.3%
0.02230483271	65	3.1%
0.02602230483	50	2.4%
0.03345724907	44	2.1%
Other values (154)	998	46.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	187	8.8%
0.003717472	29	1.4%
0.003717472119	219	10.3%
0.007434944	9	0.4%
0.007434944238	157	7.4%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9442379182	1	< 0.1%
0.9293680297	1	< 0.1%
0.9033457249	1	< 0.1%
0.8959107807	1	< 0.1%

nAC
Real number (ℝ_≥0)

ZEROS

Distinct	1023
Distinct (%)	48.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1643706312
Minimum	0
Maximum	1
Zeros	891
Zeros (%)	41.9%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.08452677637
Q3	0.2920296809
95-th percentile	0.5698587127
Maximum	1
Range	1
Interquartile range (IQR)	0.2920296809

Descriptive statistics

Standard deviation	0.2001567369
Coefficient of variation (CV)	1.217715935
Kurtosis	0.7843742408
Mean	0.1643706312
Median Absolute Deviation (MAD)	0.08452677637
Skewness	1.210084644
Sum	349.451962
Variance	0.04006271932
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	891	41.9%
0.04325032765	14	0.7%
0.129750983	10	0.5%
0.1730013106	9	0.4%
0.3027522936	9	0.4%
0.2595019659	9	0.4%
0.3892529489	7	0.3%
0.08650065531	7	0.3%
0.2162516383	7	0.3%
0.4325032765	7	0.3%
Other values (1013)	1156	54.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	891	41.9%
0.01440876434	1	< 0.1%
0.02012306669	1	< 0.1%
0.02439188281	1	< 0.1%
0.03371725803	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9260204082	1	< 0.1%
0.9162039374	1	< 0.1%
0.901863354	1	< 0.1%
0.8992568126	1	< 0.1%

nFM
Real number (ℝ_≥0)

ZEROS

Distinct	708
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01971143092
Minimum	0
Maximum	1
Zeros	1311
Zeros (%)	61.7%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.005227084957
95-th percentile	0.05885678831
Maximum	1
Range	1
Interquartile range (IQR)	0.005227084957

Descriptive statistics

Standard deviation	0.09710059489
Coefficient of variation (CV)	4.926105837
Kurtosis	64.26696295
Mean	0.01971143092
Median Absolute Deviation (MAD)	0
Skewness	7.812157433
Sum	41.90650213
Variance	0.009428525527
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1311	61.7%
0.00173526779	10	0.5%
0.006941071161	10	0.5%
0.003470535581	9	0.4%
0.01214687453	7	0.3%
0.005205803371	6	0.3%
0.01041160674	5	0.2%
0.02776428465	4	0.2%
0.008676338952	4	0.2%
0.03123482023	4	0.2%
Other values (698)	756	35.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1311	61.7%
0.001211051269	1	< 0.1%
0.001226760661	1	< 0.1%
0.001290686154	1	< 0.1%
0.001518676	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9928632664	1	< 0.1%
0.9786910337	1	< 0.1%
0.9763154565	1	< 0.1%
0.9473458958	1	< 0.1%

nUC
Real number (ℝ_≥0)

ZEROS

Distinct	1354
Distinct (%)	63.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2919055092
Minimum	0
Maximum	1
Zeros	332
Zeros (%)	15.6%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1256742782
median	0.3002802063
Q3	0.4371686616
95-th percentile	0.6143272493
Maximum	1
Range	1
Interquartile range (IQR)	0.3114943834

Descriptive statistics

Standard deviation	0.1970014481
Coefficient of variation (CV)	0.6748808839
Kurtosis	-0.6494609471
Mean	0.2919055092
Median Absolute Deviation (MAD)	0.149824771
Skewness	0.1563766149
Sum	620.5911126
Variance	0.03880957054
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	332	15.6%
0.05587989992	27	1.3%
0.1117597998	16	0.8%
0.1676396997	13	0.6%
0.2793994996	11	0.5%
0.2235195997	8	0.4%
0.3352793995	7	0.3%
0.2723577236	6	0.3%
0.3988095238	6	0.3%
0.4110429448	6	0.3%
Other values (1344)	1694	79.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	332	15.6%
0.04904832	1	< 0.1%
0.05574043	1	< 0.1%
0.05583333333	1	< 0.1%
0.05587989992	27	1.3%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9630390144	1	< 0.1%
0.9287128713	1	< 0.1%
0.8701298701	1	< 0.1%
0.8457223001	1	< 0.1%

nDL
Real number (ℝ_≥0)

ZEROS

Distinct	759
Distinct (%)	35.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1224971638
Minimum	0
Maximum	1
Zeros	1231
Zeros (%)	57.9%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.212142074
95-th percentile	0.5417239592
Maximum	1
Range	1
Interquartile range (IQR)	0.212142074

Descriptive statistics

Standard deviation	0.1925471916
Coefficient of variation (CV)	1.571850201
Kurtosis	2.506369273
Mean	0.1224971638
Median Absolute Deviation (MAD)	0
Skewness	1.721570262
Sum	260.4289703
Variance	0.03707442101
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1231	57.9%
0.0542118432	22	1.0%
0.1084236864	7	0.3%
0.2168473728	5	0.2%
0.1626355296	5	0.2%
0.278372591	4	0.2%
0.5508474576	3	0.1%
0.3350515464	3	0.1%
0.2233676976	3	0.1%
0.4276315789	3	0.1%
Other values (749)	840	39.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1231	57.9%
0.0378346915	1	< 0.1%
0.0421257291	1	< 0.1%
0.04251144539	1	< 0.1%
0.04359490275	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9582309582	1	< 0.1%
0.9543230016	1	< 0.1%
0.9342915811	1	< 0.1%
0.9206798867	1	< 0.1%

nDS
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.002649101406
Minimum	0
Maximum	1
Zeros	2119
Zeros (%)	99.7%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04650078393
Coefficient of variation (CV)	17.55341786
Kurtosis	321.0847432
Mean	0.002649101406
Median Absolute Deviation (MAD)	0
Skewness	17.81170194
Sum	5.631989588
Variance	0.002162322906
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	2119	99.7%
0.6580587711	1	< 0.1%
0.7971952535	1	< 0.1%
0.7004739336	1	< 0.1%
0.7602880658	1	< 0.1%
0.8704358068	1	< 0.1%
0.8455377574	1	< 0.1%
1	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2119	99.7%
0.6580587711	1	< 0.1%
0.7004739336	1	< 0.1%
0.7602880658	1	< 0.1%
0.7971952535	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.8704358068	1	< 0.1%
0.8455377574	1	< 0.1%
0.7971952535	1	< 0.1%
0.7602880658	1	< 0.1%

nDP
Real number (ℝ_≥0)

ZEROS

Distinct	169
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.0292790213
Minimum	0
Maximum	1
Zeros	1948
Zeros (%)	91.6%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2877004291
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1084033082
Coefficient of variation (CV)	3.702422532
Kurtosis	20.0778556
Mean	0.0292790213
Median Absolute Deviation (MAD)	0
Skewness	4.278800677
Sum	62.24719928
Variance	0.01175127723
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1948	91.6%
0.1559633028	4	0.2%
0.3252173913	2	0.1%
0.1937823834	2	0.1%
0.319112628	2	0.1%
0.1638913234	2	0.1%
0.2358134	2	0.1%
0.429391504	2	0.1%
0.1620450607	2	0.1%
0.7056603774	1	< 0.1%
Other values (159)	159	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1948	91.6%
0.1303135889	1	< 0.1%
0.148177496	1	< 0.1%
0.1484126984	1	< 0.1%
0.1559633028	4	0.2%

Value	Count	Frequency (%)
1	1	< 0.1%
0.8525835866	1	< 0.1%
0.8461538462	1	< 0.1%
0.8083573487	1	< 0.1%
0.7632653061	1	< 0.1%

Tendency
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1115
1	846
-1	165

Length

Max length	2
Median length	1
Mean length	1.077610536
Min length	1

Characters and Unicode

Total characters	2291
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	1

Value	Count	Frequency (%)
0	1115	52.4%
1	846	39.8%
-1	165	7.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1115	52.4%
1	1011	47.6%

Most occurring characters

Value	Count	Frequency (%)
0	1115	48.7%
1	1011	44.1%
-	165	7.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	92.8%
Dash Punctuation	165	7.2%

Most frequent character per category

Value	Count	Frequency (%)
0	1115	52.4%
1	1011	47.6%

Value	Count	Frequency (%)
-	165	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2291	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1115	48.7%
1	1011	44.1%
-	165	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2291	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1115	48.7%
1	1011	44.1%
-	165	7.2%

A
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1742
1	384

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1742	81.9%
1	384	18.1%

B
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1547
1	579

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

Most occurring characters

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1547	72.8%
1	579	27.2%

C
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	2073
1	53

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2073	97.5%
1	53	2.5%

D
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	2045
1	81

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

Most occurring characters

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2045	96.2%
1	81	3.8%

E
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	2054
1	72

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2054	96.6%
1	72	3.4%

AD
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1794
1	332

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	0

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

Most occurring characters

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1794	84.4%
1	332	15.6%

DE
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1874
1	252

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1874	88.1%
1	252	11.9%

LD
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	2019
1	107

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

Most occurring characters

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2019	95.0%
1	107	5.0%

FS
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	2057
1	69

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

Most occurring characters

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	2057	96.8%
1	69	3.2%

SUSP
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0	1929
1	197

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

Most occurring characters

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	1929	90.7%
1	197	9.3%

CLASS
Real number (ℝ_≥0)

Distinct	10
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.509877705
Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.02688289
Coefficient of variation (CV)	0.6711673993
Kurtosis	-1.229040401
Mean	4.509877705
Median Absolute Deviation (MAD)	2
Skewness	0.3811634115
Sum	9588
Variance	9.162020032
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	579	27.2%
1	384	18.1%
6	332	15.6%
7	252	11.9%
10	197	9.3%
8	107	5.0%
4	81	3.8%
5	72	3.4%
9	69	3.2%
3	53	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	384	18.1%
2	579	27.2%
3	53	2.5%
4	81	3.8%
5	72	3.4%

Value	Count	Frequency (%)
10	197	9.3%
9	69	3.2%
8	107	5.0%
7	252	11.9%
6	332	15.6%

NSP
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

1	1655
2	295
3	176

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2126
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	1
3rd row	1
4th row	1
5th row	1

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Most occurring characters

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2126	100.0%

Most frequent character per category

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2126	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2126	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	1655	77.8%
2	295	13.9%
3	176	8.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	LB	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	nAC	nUC	nDL	nDP	Tendency	B	AD	LD	FS	CLASS	NSP
0	0.259259	0.813333	0.044118	0.472527	0.047337	0.344633	0.110092	0.034483	0.111111	0.0	0.472441	0.587156	0.403670	0.271375	0.000000	0.000000	0.000000	0.000000	1	0	0	0	1	9	2
1	0.481481	0.066667	0.279412	0.000000	0.205128	0.717514	0.165138	0.655172	0.333333	0.1	0.637795	0.577982	0.577982	0.044610	0.330827	0.427432	0.207337	0.000000	0	0	1	0	0	6	1
2	0.500000	0.053333	0.279412	0.000000	0.264300	0.717514	0.165138	0.655172	0.277778	0.1	0.637795	0.568807	0.559633	0.048327	0.172283	0.556478	0.215947	0.000000	0	0	1	0	0	6	1
3	0.518519	0.053333	0.323529	0.000000	0.453649	0.644068	0.027523	0.413793	0.611111	0.0	0.606299	0.559633	0.550459	0.048327	0.132797	0.514725	0.166453	0.000000	1	0	1	0	0	6	1
4	0.481481	0.053333	0.323529	0.000000	0.392505	0.644068	0.027523	0.413793	0.500000	0.0	0.606299	0.577982	0.559633	0.040892	0.337832	0.545603	0.000000	0.000000	1	1	0	0	0	2	1
5	0.518519	0.186667	0.838235	0.000000	0.000000	0.830508	0.000000	0.672414	0.277778	0.3	0.125984	0.311927	0.275229	0.631970	0.054415	0.703043	0.613851	0.392445	0	0	0	1	0	8	3
6	0.518519	0.226667	0.897059	0.000000	0.000000	0.830508	0.000000	0.672414	0.333333	0.3	0.086614	0.311927	0.266055	0.799257	0.072731	0.845722	0.546985	0.524544	0	0	0	1	0	8	3
7	0.296296	0.946667	0.044118	0.065934	0.307692	0.367232	0.110092	0.068966	0.000000	0.0	0.488189	0.449541	0.422018	0.011152	0.000000	0.000000	0.000000	0.000000	1	0	0	0	1	9	3
8	0.296296	0.960000	0.044118	0.054945	0.268245	0.367232	0.110092	0.068966	0.000000	0.0	0.488189	0.449541	0.422018	0.011152	0.000000	0.101669	0.000000	0.000000	1	0	0	0	1	9	3
9	0.296296	0.986667	0.014706	0.065934	0.209073	0.367232	0.110092	0.068966	0.055556	0.0	0.488189	0.449541	0.422018	0.003717	0.000000	0.198813	0.000000	0.000000	1	0	0	0	1	9	3

Last rows

	LB	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	nAC	nFM	nUC	nDL	Tendency	A	B	E	CLASS	NSP
2116	0.629630	0.906667	0.000000	0.395604	0.043393	0.084746	0.825688	0.310345	0.055556	0.0	0.685039	0.688073	0.660551	0.003717	0.205782	0.000000	0.265873	0.000000	0	0	1	0	2	1
2117	0.629630	0.893333	0.014706	0.219780	0.167653	0.129943	0.678899	0.241379	0.055556	0.0	0.661417	0.642202	0.623853	0.003717	0.000000	0.000000	0.523438	0.000000	1	1	0	0	1	1
2118	0.629630	0.893333	0.044118	0.285714	0.138067	0.101695	0.724771	0.241379	0.055556	0.0	0.669291	0.633027	0.623853	0.007435	0.000000	0.000000	0.433457	0.060074	1	1	0	0	1	1
2119	0.629630	0.893333	0.058824	0.296703	0.126233	0.129943	0.678899	0.241379	0.055556	0.0	0.661417	0.623853	0.623853	0.003717	0.000000	0.000000	0.453213	0.073281	1	1	0	0	1	1
2120	0.629630	0.866667	0.073529	0.186813	0.118343	0.158192	0.678899	0.284483	0.111111	0.0	0.669291	0.642202	0.623853	0.007435	0.000000	0.000000	0.333333	0.080846	0	1	0	0	1	1
2121	0.629630	0.893333	0.000000	0.274725	0.142012	0.209039	0.798165	0.474138	0.222222	0.0	0.732283	0.706422	0.688073	0.007435	0.000000	0.000000	0.497525	0.000000	0	0	0	1	5	2
2122	0.629630	0.880000	0.029412	0.241758	0.140039	0.355932	0.486239	0.405172	0.333333	0.0	0.724409	0.688073	0.678899	0.011152	0.040168	0.000000	0.467080	0.000000	1	0	0	1	5	2
2123	0.629630	0.893333	0.029412	0.219780	0.120316	0.361582	0.486239	0.413793	0.277778	0.0	0.732283	0.688073	0.688073	0.014870	0.050840	0.000000	0.459804	0.000000	1	0	0	1	5	2
2124	0.629630	0.880000	0.029412	0.296703	0.138067	0.355932	0.486239	0.405172	0.333333	0.0	0.724409	0.678899	0.678899	0.014870	0.035205	0.000000	0.409369	0.000000	1	0	0	1	5	2
2125	0.666667	0.826667	0.029412	0.395604	0.098619	0.220339	0.614679	0.318966	0.111111	0.1	0.669291	0.642202	0.623853	0.003717	0.083776	0.003361	0.541196	0.000000	0	1	0	0	1	1

Most frequent

	LB	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Mode	Mean	Median	Variance	nAC	nFM	nUC	Tendency	A	B	C	FS	SUSP	CLASS	NSP	count
0	0.296296	0.093333	0.250000	0.000000	0.297830	0.203390	0.486239	0.172414	0.055556	0.472441	0.431193	0.412844	0.011152	0.000000	0.000000	0.000000	0	0	0	1	0	0	3	1	3
1	0.314815	0.493333	0.088235	0.076923	0.272189	0.401130	0.119266	0.129310	0.111111	0.543307	0.495413	0.477064	0.007435	0.000000	0.000000	0.000000	1	1	0	0	0	0	1	1	2
2	0.314815	0.506667	0.102941	0.043956	0.291913	0.446328	0.073394	0.155172	0.388889	0.543307	0.504587	0.486239	0.018587	0.137918	0.008300	0.000000	1	0	1	0	0	0	2	1	2
3	0.314815	0.533333	0.088235	0.021978	0.303748	0.491525	0.000000	0.155172	0.388889	0.543307	0.504587	0.486239	0.014870	0.129751	0.006941	0.000000	1	0	1	0	0	0	2	1	2
4	0.537037	0.666667	0.044118	0.780220	0.136095	0.531073	0.192661	0.396552	0.166667	0.653543	0.633028	0.614679	0.003717	0.000000	0.000000	0.000000	1	0	0	0	1	0	9	3	2
5	0.629630	0.293333	0.147059	0.000000	0.203156	0.322034	0.633028	0.491379	0.111111	0.755906	0.733945	0.715596	0.018587	0.377417	0.000000	0.292576	0	0	1	0	0	0	2	1	2
6	0.703704	0.853333	0.029412	0.670330	0.209073	0.440678	0.192661	0.258621	0.166667	0.669291	0.651376	0.633028	0.007435	0.000000	0.038577	0.000000	1	0	0	0	0	1	10	2	2
7	0.722222	0.866667	0.000000	0.494505	0.114398	0.101695	0.724771	0.241379	0.055556	0.677165	0.660550	0.642202	0.000000	0.000000	0.042130	0.000000	1	0	0	0	0	1	10	2	2
8	0.740741	0.706667	0.029412	0.428571	0.138067	0.090395	0.798165	0.293103	0.055556	0.708661	0.697248	0.678899	0.003717	0.000000	0.000000	0.191565	1	0	0	0	0	1	10	2	2
9	0.777778	0.373333	0.102941	0.000000	0.209073	0.180791	0.788991	0.422414	0.055556	0.732283	0.752294	0.724771	0.014870	0.244609	0.000000	0.158019	0	0	1	0	0	0	2	1	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters